Nonlinear Time Series Analysis Of Solar And Stellar Data
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Nonlinear Time Series Analysis Of Solar And Stellar Data
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Author : Nada Jevtic
language : en
Publisher:
Release Date : 2003
Nonlinear Time Series Analysis Of Solar And Stellar Data written by Nada Jevtic and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.
Nonlinear Time Series Analysis Of Solar And Stellar Data
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Author : Nada Jevtic
language : en
Publisher:
Release Date : 2003
Nonlinear Time Series Analysis Of Solar And Stellar Data written by Nada Jevtic and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with categories.
Nonlinear Time Series Analysis In The Geosciences
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Author : Reik V. Donner
language : en
Publisher: Springer
Release Date : 2008-08-03
Nonlinear Time Series Analysis In The Geosciences written by Reik V. Donner and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-08-03 with Science categories.
The enormous progress over the last decades in our understanding of the mechanisms behind the complex system “Earth” is to a large extent based on the availability of enlarged data sets and sophisticated methods for their analysis. Univariate as well as multivariate time series are a particular class of such data which are of special importance for studying the dynamical p- cesses in complex systems. Time series analysis theory and applications in geo- and astrophysics have always been mutually stimulating, starting with classical (linear) problems like the proper estimation of power spectra, which hasbeenputforwardbyUdnyYule(studyingthefeaturesofsunspotactivity) and, later, by John Tukey. In the second half of the 20th century, more and more evidence has been accumulated that most processes in nature are intrinsically non-linear and thus cannot be su?ciently studied by linear statistical methods. With mat- matical developments in the ?elds of dynamic system’s theory, exempli?ed by Edward Lorenz’s pioneering work, and fractal theory, starting with the early fractal concepts inferred by Harold Edwin Hurst from the analysis of geoph- ical time series,nonlinear methods became available for time seriesanalysis as well. Over the last decades, these methods have attracted an increasing int- est in various branches of the earth sciences. The world’s leading associations of geoscientists, the American Geophysical Union (AGU) and the European Geosciences Union (EGU) have reacted to these trends with the formation of special nonlinear focus groups and topical sections, which are actively present at the corresponding annual assemblies.
Nonlinear Modeling Of Solar Radiation And Wind Speed Time Series
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Author : Luigi Fortuna
language : en
Publisher: Springer
Release Date : 2016-06-21
Nonlinear Modeling Of Solar Radiation And Wind Speed Time Series written by Luigi Fortuna and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-21 with Technology & Engineering categories.
This brief is a clear, concise description of the main techniques of time series analysis —stationary, autocorrelation, mutual information, fractal and multifractal analysis, chaos analysis, etc.— as they are applied to the influence of wind speed and solar radiation on the production of electrical energy from these renewable sources. The problem of implementing prediction models is addressed by using the embedding-phase-space approach: a powerful technique for the modeling of complex systems. Readers are also guided in applying the main machine learning techniques for classification of the patterns hidden in their time series and so will be able to perform statistical analyses that are not possible by using conventional techniques. The conceptual exposition avoids unnecessary mathematical details and focuses on concrete examples in order to ensure a better understanding of the proposed techniques. Results are well-illustrated by figures and tables.
Nonlinear Time Series Analysis
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Author : Cees Diks
language : en
Publisher: World Scientific Publishing Company Incorporated
Release Date : 1999
Nonlinear Time Series Analysis written by Cees Diks and has been published by World Scientific Publishing Company Incorporated this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Mathematics categories.
1. Introduction -- 2. Nonlinear dynamical systems -- 3. Stochastic time series -- 4. A Test for reversibility -- 5. Detecting differences between reconstruction measures -- 6. Estimating invariants of noisy attractors -- 7. The correlation integral of noisy attractors -- 8. Spiral wave tip dynamics -- 9. Spatio-temporal chaos: a solvable model
Lectures On Solar And Planetary Dynamos
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Author : M. R. E. Proctor
language : en
Publisher: Cambridge University Press
Release Date : 1994-12-08
Lectures On Solar And Planetary Dynamos written by M. R. E. Proctor and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-12-08 with Mathematics categories.
Comprised of lectures for an intensive course held at the Newton Institute in Cambridge, as part of a NATO Advanced Study Institute, the topics covered within this volume include planetary and solar dynamos, fast dynamos, and the use of symmetry principles to derive evolution equations.
Nonlinear Time Series Analysis
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Author : Holger Kantz
language : en
Publisher:
Release Date : 2004
Nonlinear Time Series Analysis written by Holger Kantz and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Science categories.
The paradigm of deterministic chaos has influenced thinking in many fields of science. Chaotic systems show rich and surprising mathematical structures. In the applied sciences, deterministic chaos provides a striking explanation for irregular behaviour and anomalies in systems which do not seem to be inherently stochastic. The most direct link between chaos theory and the real world is the analysis of time series from real systems in terms of nonlinear dynamics. Experimental technique and data analysis have seen such dramatic progress that, by now, most fundamental properties of nonlinear dynamical systems have been observed in the laboratory. Great efforts are being made to exploit ideas from chaos theory wherever the data displays more structure than can be captured by traditional methods. Problems of this kind are typical in biology and physiology but also in geophysics, economics, and many other sciences.
Dissertation Abstracts International
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Author :
language : en
Publisher:
Release Date : 2004
Dissertation Abstracts International written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Dissertations, Academic categories.
Nonlinear Time Series Analysis
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Author : James A. Stewart (CAPT, USAF.)
language : en
Publisher:
Release Date : 1995
Nonlinear Time Series Analysis written by James A. Stewart (CAPT, USAF.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Neural networks (Computer science) categories.
Scientific And Technical Aerospace Reports
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Author :
language : en
Publisher:
Release Date : 1995
Scientific And Technical Aerospace Reports written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Aeronautics categories.